Gies College of Business at UIUC

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AI & ML interests

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Recent Activity

tianxinwei authored a paper 1 day ago

Saffron-1: Towards an Inference Scaling Paradigm for LLM Safety Assurance

hyunjilee authored a paper about 1 month ago

CORG: Generating Answers from Complex, Interrelated Contexts

HongxiangLi authored a paper 3 months ago

BlobCtrl: A Unified and Flexible Framework for Element-level Image Generation and Editing

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Gies's activity

tianxinwei

authored a paper 1 day ago

Saffron-1: Towards an Inference Scaling Paradigm for LLM Safety Assurance

Paper • 2506.06444 • Published 5 days ago • 68

Glaciohound

authored 8 papers 3 months ago

Tool Learning with Foundation Models

Paper • 2304.08354 • Published Apr 17, 2023 • 3

RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought

Paper • 2305.11499 • Published May 19, 2023

CREATOR: Disentangling Abstract and Concrete Reasonings of Large Language Models through Tool Creation

Paper • 2305.14318 • Published May 23, 2023

Large Language Models on Graphs: A Comprehensive Survey

Paper • 2312.02783 • Published Dec 5, 2023 • 2

LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning

Paper • 2403.17919 • Published Mar 26, 2024 • 16

Eliminating Position Bias of Language Models: A Mechanistic Approach

Paper • 2407.01100 • Published Jul 1, 2024 • 8

Word Embeddings Are Steers for Language Models

Paper • 2305.12798 • Published May 22, 2023

MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders

Paper • 2410.06845 • Published Oct 9, 2024 • 5

YifengDing

authored a paper 7 months ago

SelfCodeAlign: Self-Alignment for Code Generation

Paper • 2410.24198 • Published Oct 31, 2024 • 25

YifengDing

authored 2 papers 8 months ago

Evaluating Language Models for Efficient Code Generation

Paper • 2408.06450 • Published Aug 12, 2024

Horizon-Length Prediction: Advancing Fill-in-the-Middle Capabilities for Code Generation with Lookahead Planning

Paper • 2410.03103 • Published Oct 4, 2024 • 8

shengzhu

authored a paper 11 months ago

SciCode: A Research Coding Benchmark Curated by Scientists

Paper • 2407.13168 • Published Jul 18, 2024 • 14

YifengDing

authored a paper about 1 year ago

XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts

Paper • 2404.15247 • Published Apr 23, 2024 • 3

danielz01

authored 3 papers about 1 year ago

Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression

Paper • 2403.15447 • Published Mar 18, 2024 • 16

Good at captioning, bad at counting: Benchmarking GPT-4V on Earth observation data

Paper • 2401.17600 • Published Jan 31, 2024

DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer

Paper • 2312.03724 • Published Nov 27, 2023 • 1

Zory

authored a paper over 1 year ago

Transformer-Based Models Are Not Yet Perfect At Learning to Emulate Structural Recursion

Paper • 2401.12947 • Published Jan 23, 2024 • 2

YifengDing

authored a paper over 1 year ago

Magicoder: Source Code Is All You Need

Paper • 2312.02120 • Published Dec 4, 2023 • 82

Glaciohound

authored a paper almost 2 years ago

LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models

Paper • 2308.16137 • Published Aug 30, 2023 • 40